{"id":"https://openalex.org/W4207049716","doi":"https://doi.org/10.1109/tale52509.2021.9678539","title":"Analysis of Learning Behavior Based on MOOC Data","display_name":"Analysis of Learning Behavior Based on MOOC Data","publication_year":2021,"publication_date":"2021-12-05","ids":{"openalex":"https://openalex.org/W4207049716","doi":"https://doi.org/10.1109/tale52509.2021.9678539"},"language":"en","primary_location":{"id":"doi:10.1109/tale52509.2021.9678539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale52509.2021.9678539","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Engineering, Technology &amp; Education (TALE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049930739","display_name":"Tianping Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianping Deng","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351851","display_name":"Lin Zhang","orcid":"https://orcid.org/0000-0002-4457-444X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Zhang","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089427831","display_name":"Xiaojun Hei","orcid":"https://orcid.org/0000-0002-6766-4923"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojun Hei","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049930739"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":0.4687,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73450895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"56","issue":null,"first_page":"94","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7532734870910645},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.680361807346344},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6679680347442627},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5658261775970459},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5652291178703308},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.508827269077301},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4297233521938324},{"id":"https://openalex.org/keywords/e-learning","display_name":"E learning","score":0.4147486090660095},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4126491844654083},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3202497065067291},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3148908019065857},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3105851411819458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2876804769039154},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1588820517063141},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12868276238441467},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10598966479301453},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09722965955734253}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7532734870910645},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.680361807346344},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6679680347442627},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5658261775970459},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5652291178703308},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.508827269077301},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4297233521938324},{"id":"https://openalex.org/C2984567223","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"E learning","level":3,"score":0.4147486090660095},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4126491844654083},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3202497065067291},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3148908019065857},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3105851411819458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2876804769039154},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1588820517063141},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12868276238441467},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10598966479301453},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09722965955734253},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tale52509.2021.9678539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tale52509.2021.9678539","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Engineering, Technology &amp; Education (TALE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8500000238418579,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1982464953","https://openalex.org/W2131560757","https://openalex.org/W2514366784","https://openalex.org/W4296950832","https://openalex.org/W6651009948"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W2323648130","https://openalex.org/W2157140558","https://openalex.org/W2378782423","https://openalex.org/W4233308809","https://openalex.org/W2388988621","https://openalex.org/W2357797405","https://openalex.org/W2366623913","https://openalex.org/W2374905595","https://openalex.org/W2516693588"],"abstract_inverted_index":{"With":[0],"the":[1,31,69,73,82,89,95,100,108,111,119,122,132],"continuous":[2],"development":[3],"of":[4,71,75,78,88,91,102,110,134],"online":[5,22,35],"teaching,":[6],"it":[7],"has":[8],"become":[9],"very":[10],"common":[11],"to":[12,29,94],"combine":[13],"MOOC":[14],"teaching":[15,47,60,129],"with":[16],"traditional":[17],"classes.":[18],"This":[19,64],"paper":[20,65,123],"combines":[21],"learning":[23,36,112,135],"data":[24,74,90,113],"and":[25,38,85,105,137],"offline":[26],"test":[27],"scores":[28],"study":[30],"correlation":[32,86,106],"between":[33],"students'":[34],"behavior":[37],"effect.":[39],"The":[40],"information":[41],"obtained":[42,96],"can":[43,56],"help":[44],"teachers":[45],"adjust":[46],"strategies":[48],"in":[49,67],"a":[50],"timely":[51],"manner":[52],"so":[53],"that":[54],"they":[55],"conduct":[57],"more":[58],"targeted":[59],"management":[61],"for":[62,128],"students.":[63],"introduces":[66],"detail":[68],"process":[70],"analyzing":[72,118],"two":[76],"classes":[77],"students,":[79],"which":[80],"completes":[81],"cluster":[83],"analysis":[84,87],"MOOC.":[92],"According":[93],"indicators":[97],"such":[98],"as":[99],"graphs":[101],"clustering":[103],"result":[104],"coefficients,":[107],"value":[109],"is":[114],"reflected":[115],"by":[116],"comprehensively":[117],"results.":[120],"Finally,":[121],"puts":[124],"forward":[125],"specific":[126],"suggestions":[127],"practice":[130],"from":[131],"perspective":[133],"dimensions":[136],"class":[138],"characteristics.":[139]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
